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Suggested Citation: "Front Matter." National Academies of Sciences, Engineering, and Medicine. 2025. Foundation Models for Scientific Discovery and Innovation: Opportunities Across the Department of Energy and the Scientific Enterprise. Washington, DC: The National Academies Press. doi: 10.17226/29212.

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Suggested Citation: "Front Matter." National Academies of Sciences, Engineering, and Medicine. 2025. Foundation Models for Scientific Discovery and Innovation: Opportunities Across the Department of Energy and the Scientific Enterprise. Washington, DC: The National Academies Press. doi: 10.17226/29212.

Page R2

Suggested Citation: "Front Matter." National Academies of Sciences, Engineering, and Medicine. 2025. Foundation Models for Scientific Discovery and Innovation: Opportunities Across the Department of Energy and the Scientific Enterprise. Washington, DC: The National Academies Press. doi: 10.17226/29212.

Page R3

Suggested Citation: "Front Matter." National Academies of Sciences, Engineering, and Medicine. 2025. Foundation Models for Scientific Discovery and Innovation: Opportunities Across the Department of Energy and the Scientific Enterprise. Washington, DC: The National Academies Press. doi: 10.17226/29212.

Page R4

Suggested Citation: "Front Matter." National Academies of Sciences, Engineering, and Medicine. 2025. Foundation Models for Scientific Discovery and Innovation: Opportunities Across the Department of Energy and the Scientific Enterprise. Washington, DC: The National Academies Press. doi: 10.17226/29212.

Page R5

Suggested Citation: "Front Matter." National Academies of Sciences, Engineering, and Medicine. 2025. Foundation Models for Scientific Discovery and Innovation: Opportunities Across the Department of Energy and the Scientific Enterprise. Washington, DC: The National Academies Press. doi: 10.17226/29212.

Page R6

Suggested Citation: "Front Matter." National Academies of Sciences, Engineering, and Medicine. 2025. Foundation Models for Scientific Discovery and Innovation: Opportunities Across the Department of Energy and the Scientific Enterprise. Washington, DC: The National Academies Press. doi: 10.17226/29212.

Page R7

Suggested Citation: "Front Matter." National Academies of Sciences, Engineering, and Medicine. 2025. Foundation Models for Scientific Discovery and Innovation: Opportunities Across the Department of Energy and the Scientific Enterprise. Washington, DC: The National Academies Press. doi: 10.17226/29212.

Page R8

Suggested Citation: "Front Matter." National Academies of Sciences, Engineering, and Medicine. 2025. Foundation Models for Scientific Discovery and Innovation: Opportunities Across the Department of Energy and the Scientific Enterprise. Washington, DC: The National Academies Press. doi: 10.17226/29212.

Page R9

Suggested Citation: "Front Matter." National Academies of Sciences, Engineering, and Medicine. 2025. Foundation Models for Scientific Discovery and Innovation: Opportunities Across the Department of Energy and the Scientific Enterprise. Washington, DC: The National Academies Press. doi: 10.17226/29212.

Page R10

Suggested Citation: "Front Matter." National Academies of Sciences, Engineering, and Medicine. 2025. Foundation Models for Scientific Discovery and Innovation: Opportunities Across the Department of Energy and the Scientific Enterprise. Washington, DC: The National Academies Press. doi: 10.17226/29212.

Page R11

Suggested Citation: "Front Matter." National Academies of Sciences, Engineering, and Medicine. 2025. Foundation Models for Scientific Discovery and Innovation: Opportunities Across the Department of Energy and the Scientific Enterprise. Washington, DC: The National Academies Press. doi: 10.17226/29212.

Page R12

Suggested Citation: "Front Matter." National Academies of Sciences, Engineering, and Medicine. 2025. Foundation Models for Scientific Discovery and Innovation: Opportunities Across the Department of Energy and the Scientific Enterprise. Washington, DC: The National Academies Press. doi: 10.17226/29212.

Page R13

Suggested Citation: "Front Matter." National Academies of Sciences, Engineering, and Medicine. 2025. Foundation Models for Scientific Discovery and Innovation: Opportunities Across the Department of Energy and the Scientific Enterprise. Washington, DC: The National Academies Press. doi: 10.17226/29212.

Page R14

Suggested Citation: "Front Matter." National Academies of Sciences, Engineering, and Medicine. 2025. Foundation Models for Scientific Discovery and Innovation: Opportunities Across the Department of Energy and the Scientific Enterprise. Washington, DC: The National Academies Press. doi: 10.17226/29212.

Page R15

Suggested Citation: "Front Matter." National Academies of Sciences, Engineering, and Medicine. 2025. Foundation Models for Scientific Discovery and Innovation: Opportunities Across the Department of Energy and the Scientific Enterprise. Washington, DC: The National Academies Press. doi: 10.17226/29212.

Page R16

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